TextClassification Class

Reference

Definition

Namespace:: Azure.ResourceManager.MachineLearning.Models

Assembly:: Azure.ResourceManager.MachineLearning.dll

Package:: Azure.ResourceManager.MachineLearning v1.2.1

Package:: Azure.ResourceManager.MachineLearning v1.2.0-beta.3

Source:: TextClassification.cs

Source:: TextClassification.cs

Important

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Text Classification task in AutoML NLP vertical. NLP - Natural Language Processing.

public class TextClassification : Azure.ResourceManager.MachineLearning.Models.AutoMLVertical, System.ClientModel.Primitives.IJsonModel<Azure.ResourceManager.MachineLearning.Models.TextClassification>, System.ClientModel.Primitives.IPersistableModel<Azure.ResourceManager.MachineLearning.Models.TextClassification>

public class TextClassification : Azure.ResourceManager.MachineLearning.Models.AutoMLVertical

type TextClassification = class
    inherit AutoMLVertical
    interface IJsonModel<TextClassification>
    interface IPersistableModel<TextClassification>

type TextClassification = class
    inherit AutoMLVertical

Public Class TextClassification
Inherits AutoMLVertical
Implements IJsonModel(Of TextClassification), IPersistableModel(Of TextClassification)

Public Class TextClassification
Inherits AutoMLVertical

Inheritance: Object

AutoMLVertical
TextClassification

Implements: IJsonModel<TextClassification> IPersistableModel<TextClassification> IPersistableModel<T>

Constructors

TextClassification(MachineLearningTableJobInput)

Initializes a new instance of TextClassification.

Properties

FeaturizationDatasetLanguage	Dataset language, useful for the text data.
FixedParameters	Model/training parameters that will remain constant throughout training.
LimitSettings	Execution constraints for AutoMLJob.
LogVerbosity	Log verbosity for the job. (Inherited from AutoMLVertical)
PrimaryMetric	Primary metric for Text-Classification task.
SearchSpace	Search space for sampling different combinations of models and their hyperparameters.
SweepSettings	Settings for model sweeping and hyperparameter tuning.
TargetColumnName	Target column name: This is prediction values column. Also known as label column name in context of classification tasks. (Inherited from AutoMLVertical)
TrainingData	[Required] Training data input. (Inherited from AutoMLVertical)
ValidationData	Validation data inputs.

Explicit Interface Implementations

IJsonModel<AutoMLVertical>.Create(Utf8JsonReader, ModelReaderWriterOptions)	Reads one JSON value (including objects or arrays) from the provided reader and converts it to a model. (Inherited from AutoMLVertical)
IJsonModel<AutoMLVertical>.Write(Utf8JsonWriter, ModelReaderWriterOptions)	Writes the model to the provided Utf8JsonWriter. (Inherited from AutoMLVertical)
IJsonModel<TextClassification>.Create(Utf8JsonReader, ModelReaderWriterOptions)	Reads one JSON value (including objects or arrays) from the provided reader and converts it to a model.
IJsonModel<TextClassification>.Write(Utf8JsonWriter, ModelReaderWriterOptions)	Writes the model to the provided Utf8JsonWriter.
IPersistableModel<AutoMLVertical>.Create(BinaryData, ModelReaderWriterOptions)	Converts the provided BinaryData into a model. (Inherited from AutoMLVertical)
IPersistableModel<AutoMLVertical>.GetFormatFromOptions(ModelReaderWriterOptions)	Gets the data interchange format (JSON, Xml, etc) that the model uses when communicating with the service. (Inherited from AutoMLVertical)
IPersistableModel<AutoMLVertical>.Write(ModelReaderWriterOptions)	Writes the model into a BinaryData. (Inherited from AutoMLVertical)
IPersistableModel<TextClassification>.Create(BinaryData, ModelReaderWriterOptions)	Converts the provided BinaryData into a model.
IPersistableModel<TextClassification>.GetFormatFromOptions(ModelReaderWriterOptions)	Gets the data interchange format (JSON, Xml, etc) that the model uses when communicating with the service.
IPersistableModel<TextClassification>.Write(ModelReaderWriterOptions)	Writes the model into a BinaryData.

Applies to

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